EDMANS
Engineering Data Mining and Numerical Simulations
Publications
2021
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Modelos de inteligencia artificial para asesorar el proceso evaluador de trabajos informáticos complejos
Actas de las Jornadas sobre la Enseñanza Universitaria de la Informática (JENUI)
2019
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Parsimonious Modeling for Estimating Hospital Cooling Demand to Reduce Maintenance Costs and Power Consumption
Hybrid Artificial Intelligent Systems. 14th International Conference, HAIS 2019: León, Spain, September 4–6, 2019. Proceedings
2018
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GAparsimony: An R package for searching parsimonious models by combining hyperparameter optimization and feature selection
Lecture Notes in Computer Science, Vol. 10870 LNAI, pp. 62-73
2017
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Hybrid methodology based on bayesian optimization and ga-parsimony for searching parsimony models by combining hyperparameter optimization and feature selection
Lecture Notes in Computer Science, Vol. 10334 LNCS, pp. 52-62
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Searching parsimonious solutions with GA-PARSIMONY and XGboost in high-dimensional databases
Advances in Intelligent Systems and Computing, pp. 201-210
2015
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Current Status and FutureTrends of the Evaluation ofSolar Global Irradiation usingSoft-Computing-Based Models
Soft Computing Applications for Renewable Energy and Energy Efficiency (IGI Global), pp. 1-22
2014
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Current status and future trends of the evaluation of solar global irradiation using soft-computing-based models
Soft Computing Applications for Renewable Energy and Energy Efficiency, pp. 1-22
2013
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Comparative methodology of non-linear models for predicting rheological properties of rubber mixtures in industrial lines
Comunicaciones presentadas al XVII Congreso Internacional de Dirección e Ingeniería de Proyectos, celebrado en Logroño del 17 al 19 de julio de 2013
2011
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Predictive models for bolted T-stub connections combining FEM with Intelligent Artificial techniques
Computational Plasticity XI - Fundamentals and Applications, COMPLAS XI, pp. 1467-1478
2005
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Modellization of atmospheric pollutants using artificial intelligence techniques
VIII Congreso Internacional de Ingeniería de Proyectos: Bilbao 6-8 de octubre de 2004. Actas